> For the complete documentation index, see [llms.txt](https://roborus.gitbook.io/whitepaper/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://roborus.gitbook.io/whitepaper/technical-challenges-and-r-and-d/11.3-hardware-constraints-and-real-world-deployment.md).

# 11.3 Hardware Constraints & Real-World Deployment

### **Challenge**

Many robots (especially drones, delivery bots, or farm machines) have limited compute and power, making heavy crypto operations difficult.

### **Focus Areas:**

* **Edge-offloading models**: proofs generated on nearby servers, with robots only transmitting minimal signed data.
* Lightweight client-side encryption for real-time telemetry.
* Energy-efficient compute frameworks for mobile robots.

### **R\&D Direction**

Enable **low-power robotics integration** without compromising Roborus’s privacy and verification guarantees.